query-writing

Generate and execute SQL queries for database data retrieval.

2|1|Updated Mar 12, 2026
One-click install
npx skills add https://github.com/sahiixx/agency-agents --skill query-writing-sahiixx
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: query-writing
Source: https://github.com/sahiixx/agency-agents/tree/main/deepagents/examples/text-to-sql-agent/skills/query-writing
Command: npx skills add https://github.com/sahiixx/agency-agents --skill query-writing-sahiixx

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill enables users to generate and run SQL queries against a database to retrieve specific information, simplifying data analysis and reporting.

Core Features & Use Cases

  • SQL Query Generation: Writes SQL queries for single or multi-table data retrieval.
  • Schema Examination: Uses sql_db_schema to understand table structures.
  • Query Execution: Runs generated SQL queries using sql_db_query.
  • Use Case: Answer questions like "What is the total revenue by country?" by planning, writing, and executing a complex SQL query.

Quick Start

Use the query-writing skill to write and execute a SQL query that shows the top 5 customers by total spending.

Frequently Asked Questions about query-writing

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I generate and execute SQL queries for data retrieval?

To generate and execute SQL queries for data retrieval, you can use a tool that writes queries from single-table lookups to complex multi-table JOINs and runs them directly against your database to fetch the requested data accurately.

Can I write multi-table JOINs and aggregations in SQL without manual coding?

Yes, you can write multi-table JOINs and aggregations in SQL without manual coding by using a query generation tool that inspects your database schema and automatically constructs the complex SQL statements needed for data analysis.

Does the query-writing tool inspect database schemas before generating SQL?

Yes, the query-writing tool inspects database schemas using schema examination utilities to understand table structures before planning, writing, and executing accurate SQL queries for your specific data retrieval needs.

How do I find specific information like total revenue by country using SQL?

To find specific information like total revenue by country using SQL, you provide your data question to a query generation tool, which plans the query, writes the SQL with necessary aggregations, and executes it to return the exact result.

What is the best way to analyze database data when I only know the question but not the SQL syntax?

The best way to analyze database data without knowing SQL syntax is to use a natural language to SQL tool that automatically translates your data questions into executable queries, simplifying data analysis and reporting.

Are there limitations when writing SQL queries for highly complex database structures?

Writing SQL queries for highly complex database structures relies on accurate schema inspection; if the schema is not properly examined, the generated multi-table JOINs and aggregations may fail to retrieve the correct data.